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Bounty Discovery Algorithm Implementation#66

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Networkscrew wants to merge 2 commits intogbabaisaac:mainfrom
Networkscrew:discovery-algorithm
Open

Bounty Discovery Algorithm Implementation#66
Networkscrew wants to merge 2 commits intogbabaisaac:mainfrom
Networkscrew:discovery-algorithm

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Bounty #3: Bounty Discovery Algorithm (Marketplace)

This PR implements the Bounty Discovery Algorithm as specified in the bounty requirements.

Changes

  • Implemented intelligent bounty ranking algorithm
  • Score calculation based on multiple factors:
    • Reward amount (higher is better)
    • Difficulty vs reward ratio
    • Time remaining urgency
    • Popularity/trending metrics
  • Sorted display by computed score
  • Detailed scoring comments in code

Algorithm Scoring

The scoring algorithm considers:

  1. Base Score: Reward amount weighted by difficulty
  2. Urgency Bonus: Time remaining multiplier
  3. Trending Factor: Engagement metrics
  4. Quality Signal: Description completeness and tags

Features

  • Real-time score calculation
  • Transparent scoring with inline comments
  • Responsive card layout
  • Filter and sort capabilities

Files

  • DiscoveryAlgorithm.tsx - Main algorithm implementation
  • Scoring utilities and helper functions
  • Mock bounty data for testing

Testing

Tested with various bounty scenarios and edge cases.

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